MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11751
reuvenaor
MCP server for Shadcn UI, enabling automated, remote, or containerized project …
C 62 64 69 65 0 46 95 100
11752
psikosen
Enables AI systems to reason through emergent thinking by breaking queries into…
C 62 54 72 20 N/A 25 95 90
11753
martingeidobler
android Claim
Control Android devices and emulators via ADB — screenshots, UI automation, and…
C 62 54 72 0 N/A 66 82 97
11754
msageryd
mcp-macos-utils Claim 2
An MCP server that enables AI assistants to send native macOS notifications wit…
C 62 55 63 83 N/A 21 89 36
11755
qqzhangyanhua
Provides real-time stock information for Chinese A-shares and US stocks using t…
C 62 55 48 62 24 78 91
11756
Sharan0402
Parses PDF receipts to extract grocery and shopping expenses, automatically cat…
C 62 54 54 38 N/A 24 95 93
11757
bsmi021
A Model Context Protocol server that enables enhanced file system operations in…
C 62 55 57 82 48 82 34
11758
Mats2208
Packet Tracer MCP Claim 1
An MCP server that allows LLMs to create, configure, validate, and explain Cisc…
C 62 54 45 53 N/A 27 90 91
11759
jlgrimes
A Model Context Protocol server that allows Claude to search and display Pokemo…
C 62 55 53 100 27 80 37
11760
markusl
Alko MCP Server Claim
Provides AI assistants with access to Finland's Alko alcohol product catalog, e…
C 62 66 72 72 0 59 82 93
11761
rupesh-github01
MCP Server Basic Claim
A basic MCP server example that provides simple arithmetic tools (addition and …
C 62 54 66 27 N/A 24 95 94
11762
orbit-logistics
Enables interaction with Notion through the Notion API by exposing it as tools …
C 62 55 86 50 18 80 57
11763
johnohhh1
Integrates the Exploit-DB database with AI assistants to enable searching for e…
C 62 54 60 38 N/A 22 90 95
11764
freee
@him0/freee-mcp Claim 1
An MCP server and Claude plugin that enables interaction with freee APIs for ac…
C 62 55 63 43 88 78 44
11765
antonscap
MCP Server Sample Claim
An educational implementation of a Model Context Protocol server that demonstra…
C 62 54 48 30 N/A 42 94 100
11766
joelklabo
Maximum Sats Claim
Bitcoin & Lightning Network AI tools with native Lightning L402 micropayments.
C 62 66 72 63 0 60 82 98
11767
Cam10001110101
Remote MCP Server Claim
A Cloudflare Workers-based implementation of the Model Context Protocol server …
C 62 55 54 57 30 80 82
11768
Here-and-Tomorrow-LLC
A server that allows Claude to control audio playback on your computer, support…
C 62 54 48 36 N/A 37 90 100
11769
AronMav
Enables Claude and other MCP clients to analyze and describe images using the Q…
C 62 55 66 43 19 81 94
11770
issuebadge
A Model Context Protocol server that enables AI assistants to create, issue, an…
C 62 66 69 75 0 49 81 99
11771
PJ-TST-238819
Provides real-time cryptocurrency price data from OKX exchange through a Model …
C 62 55 56 58 10 81 95
11772
Tar-ive
Analyzes recent Bluesky posts about stocks and provides sentiment analysis usin…
C 62 55 52 60 28 81 85
11773
ChenReuven
A foundation for creating custom Model Context Protocol servers that can integr…
C 62 55 70 82 N/A 25 94 22
11774
seankrux
NeuronWriter Claim
Browse and manage your NeuronWriter projects. Create content writer queries to …
C 62 54 54 52 N/A 15 95 87
11775
GitramaLLC
gitrama-mcp Claim
C 62 55 72 10 55 81 97
11776
sdelements
Devici MCP Server Claim
Enables interaction with the Devici API for managing threat models, security co…
C 62 55 60 82 37 81 39
11777
TheSethRose
Fetch Browser Claim 1
A headless browser MCP server that allows AI agents to fetch web content and pe…
C 62 64 82 62 0 37 95 90
11778
hanifisenturk
SABIS MCP Server Claim
Enables AI assistants to securely retrieve academic grades and course informati…
C 62 55 54 87 57 71 35
11779
BACH-AI-Tools
Provides a comprehensive suite of utility tools for string manipulation, mathem…
C 62 55 50 55 45 80 77
11780
mmulqu
A Cloudflare Workers-based MCP server template for building remote MCP servers …
C 62 55 48 70 24 81 81
11781
nsachin08
Enables interaction with Google Kubernetes Engine (GKE) to list clusters, manag…
C 62 55 62 40 27 76 99
11782
DaBaiGoose
Enables AI assistants to send WeChat messages and take screenshots through ADB …
C 62 54 66 25 N/A 40 95 83
11783
MorDavid
Hashcat MCP Server Claim 1
A Model Context Protocol server that provides intelligent hashcat integration f…
C 62 54 57 45 N/A 18 92 90
11784
jmedure
talkback Claim
Chat with your Ableton session in real-time.
C 62 54 76 0 N/A 47 91 98
11785
stonesteel84
프로젝트를 빠르게 시작하세요—TypeScript 보일러플레이트가 예제 도구와 리소스를 기본 제공합니다. 계산, 인사, 시간 조회, 이미지 생성…
C 62 55 60 82 N/A 29 95 32
11786
Kotelberg
A server that enables AI systems to browse, retrieve content from, and interact…
C 62 55 78 100 21 81 7
11787
jennyyyyyy7528-cell
Weather Claim
Get location-based forecasts and real-time US weather alerts. Plan your day wit…
C 62 54 48 31 N/A 37 94 100
11788
ifoundry
Provides AI assistants with structured access to an organization's engineering …
C 62 54 88 0 N/A 29 90 96
11789
glassBead-tc
Provides current weather data and city comparisons for any location with suppor…
C 62 55 66 35 22 82 100
11790
danielscholl
A task tracking and backlog management tool that enables AI assistants to creat…
C 62 55 68 36 21 81 94
11791
featureflow
Enables AI assistants to manage Featureflow feature flags, including creating a…
C 62 66 86 63 0 51 81 90
11792
learnwithcc
Tally MCP Claim
Manage Tally.so forms through AI conversation. Create, update, and organize for…
C 62 66 82 70 0 47 81 92
11793
grrek
mcp-wacli Claim 1
An MCP server that wraps the wacli tool to enable AI clients to read, search, a…
C 62 54 51 43 N/A 29 90 93
11794
rymurr
Signal MCP Claim
An MCP integration for signal-cli that allows AI agents to send and receive Sig…
C 62 54 60 33 N/A 29 88 98
11795
horw
esp-mcp Claim
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
C 62 54 60 22 N/A 39 95 91
11796
rog0x
regex Claim
Regex test, explain, replace patterns for AI agents
C 62 54 72 0 N/A 53 91 98
11797
lcfranca
Frankfurter Forex MCP Claim 1
An MCP server that provides currency rates, conversions, and historical exchang…
C 62 55 33 67 38 82 92
11798
alicenjr
Enables interactive reincarnation storytelling where users choose their path af…
C 62 54 72 20 N/A 26 95 92
11799
leelakrishnasarepalli
Analyzes resumes against job descriptions to identify missing skills, keywords,…
C 62 55 54 55 22 81 91
11800
muminfarooq190
Weather MCP Server Claim
Enables users to get weather alerts and forecasts through natural language inte…
C 62 54 46 41 N/A 24 95 100
Showing 11751–11800 of 30006 servers
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